Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2024-12-29 0.270992 0.304520 0.342222 0.388094 0.442850 0.506694 0.587627
2025-01-05 0.210713 0.252432 0.303821 0.373047 0.465916 0.589366 0.771678
2025-01-12 0.173248 0.216421 0.272942 0.354709 0.474263 0.650346 0.946047
2025-01-19 0.149154 0.192161 0.251092 0.341186 0.482364 0.709091 1.136427
2025-01-26 0.140262 0.186406 0.252650 0.359979 0.541354 0.862864 1.560283
2025-02-02 0.136654 0.187173 0.263106 0.393609 0.632439 1.104872 2.317975
2025-02-09 0.130545 0.183187 0.265323 0.413619 0.704430 1.340256 3.270442
2025-02-16 0.124050 0.177669 0.264043 0.426865 0.766725 1.583702 4.530761
2025-02-23 0.116230 0.169114 0.256449 0.426818 0.801017 1.776196 5.902185
2025-03-02 0.105738 0.155217 0.238085 0.402944 0.775984 1.796670 6.581928
2025-03-09 0.098838 0.146680 0.228207 0.394430 0.785067 1.924122 8.081367
2025-03-16 0.093329 0.140008 0.220943 0.390096 0.803394 2.092715 10.294529
2025-03-23 0.089083 0.135435 0.217556 0.394637 0.849587 2.403303 14.977514
2025-03-30 0.082473 0.126313 0.204918 0.377425 0.833553 2.477206 18.046041
2025-04-06 0.076307 0.117554 0.192215 0.358391 0.808151 2.502788 20.975740
2025-04-13 0.071333 0.110583 0.182362 0.344585 0.795057 2.579720 25.645221
2025-04-20 0.070363 0.110711 0.186319 0.363613 0.888046 3.251829 54.322146
2025-04-27 0.070798 0.113415 0.195693 0.397713 1.046125 4.543758 212.167426
2025-05-04 0.069783 0.113311 0.199275 0.418011 1.167687 5.896748 1291.121423
2025-05-11 0.068214 0.112017 0.200184 0.431451 1.271078 7.411679 101360.739102
2025-05-18 0.065714 0.108735 0.196452 0.431403 1.319742 8.578358 NaN
2025-05-25 0.061627 0.102105 0.184821 0.407180 1.253903 8.312426 NaN
2025-06-01 0.058941 0.098112 0.178797 0.398544 1.257194 8.968041 NaN